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European Project on Osteoarthritis (EPOSA): methodological challenges in harmonization of existing data from five European population-based cohorts on aging

机译:欧洲骨关节炎项目(EPOSA):在协调来自五个欧洲人口老龄化队列的现有数据时的方法学挑战

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Background The European Project on OSteoArthritis (EPOSA), here presented for the first time, is a collaborative study involving five European cohort studies on aging. This project focuses on the personal and societal burden and its determinants of osteoarthritis (OA). The aim of the current report is to describe the purpose of the project, the post harmonization of the cross-national data and methodological challenges related to the harmonization process Methods The study includes data from cohort studies in five European countries (Germany, Italy, the Netherlands, Spain and the United Kingdom) on older community-dwelling persons aged ≥ 59 years. The study design and main characteristics of the five cohort studies are described. Post harmonization algorithms are developed by finding a "common denominator" to merge the datasets and weights are calculated to adjust for differences in age and sex distribution across the datasets. Results A harmonized database was developed, consisting of merged data from all participating countries. In total, 10107 persons are included in the harmonized dataset with a mean age of 72.8 years (SD 6.1). The female/male ratio is 53.3/46.7%. Some variables were difficult to harmonize due to differences in wording and categories, differences in classifications and absence of data in some countries. The post harmonization algorithms are described in detail in harmonization guidelines attached to this paper. Conclusions There was little evidence of agreement on the use of several core data collection instruments, in particular on the measurement of OA. The heterogeneity of OA definitions hampers comparing prevalence rates of OA, but other research questions can be investigated using high quality harmonized data. By publishing the harmonization guidelines, insight is given into (the interpretation of) all post harmonized data of the EPOSA study.
机译:背景技术首次提出的欧洲骨关节炎项目(EPOSA)是一项合作研究,涉及五项有关衰老的欧洲队列研究。该项目重点关注骨关节炎(OA)的个人和社会负担及其决定因素。本报告的目的是描述该项目的目的,跨国数据的后期协调以及与协调过程相关的方法挑战。方法本研究包括来自五个欧洲国家(德国,意大利,荷兰,西班牙和英国)居住在年龄≥59岁的老年人社区。描述了五个队列研究的研究设计和主要特征。通过找到一个“公共分母”来合并数据集来开发后协调算法,并计算权重以适应整个数据集之间年龄和性别分布的差异。结果开发了一个统一的数据库,其中包含来自所有参与国的合并数据。统一数据集中总共包含10107人,平均年龄为72.8岁(SD 6.1)。男女比例为53.3 / 46.7%。由于一些国家的措辞和类别不同,分类不同以及缺乏数据,因此一些变量难以统一。在本文所附的协调准则中详细描述了后协调算法。结论几乎没有证据表明使用几种核心数据收集工具,特别是在OA的测量上。 OA定义的异质性阻碍了OA患病率的比较,但是可以使用高质量的统一数据来调查其他研究问题。通过发布协调指南,可以深入了解(解释)EPOSA研究的所有后期协调数据。

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